| Counseling-style reflection generation using generative pretrained transformers with augmented context S Shen, C Welch, R Mihalcea, V Pérez-Rosas Proceedings of the 21th Annual Meeting of the Special Interest Group on …, 2020 | 55 | 2020 |
| Compositional demographic word embeddings C Welch, JK Kummerfeld, V Pérez-Rosas, R Mihalcea arXiv preprint arXiv:2010.02986, 2020 | 38 | 2020 |
| Leveraging similar users for personalized language modeling with limited data C Welch, C Gu, JK Kummerfeld, V Perez-Rosas, R Mihalcea Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 34 | 2022 |
| Knowledge enhanced reflection generation for counseling dialogues S Shen, V Pérez-Rosas, C Welch, S Poria, R Mihalcea Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 31 | 2022 |
| Expressive interviewing: A conversational system for coping with COVID-19 C Welch, A Lahnala, V Perez-Rosas, S Shen, S Seraj, L An, K Resnicow, ... Proceedings of the 1st Workshop on NLP for COVID-19 (Part 2) at EMNLP 2020, 2020 | 31 | 2020 |
| A critical reflection and forward perspective on empathy and natural language processing A Lahnala, C Welch, D Jurgens, L Flek arXiv preprint arXiv:2210.16604, 2022 | 24 | 2022 |
| Exploring self-identified counseling expertise in online support forums A Lahnala, Y Zhao, C Welch, JK Kummerfeld, L An, K Resnicow, ... arXiv preprint arXiv:2106.12976, 2021 | 23 | 2021 |
| Targeted Sentiment to Understand Student Comments C Welch, R Mihalcea 26th International Conference on Computational Linguistics (COLING), 2016 | 22 | 2016 |
| Handbook of language analysis in psychology M Dehghani, RL Boyd Guilford Publications, 2022 | 21 | 2022 |
| Look who’s talking: Inferring speaker attributes from personal longitudinal dialog C Welch, V Pérez-Rosas, JK Kummerfeld, R Mihalcea International Conference on Computational Linguistics and Intelligent Text …, 2019 | 21 | 2019 |
| Unifying data perspectivism and personalization: An application to social norms J Plepi, B Neuendorf, L Flek, C Welch arXiv preprint arXiv:2210.14531, 2022 | 18 | 2022 |
| Exploring the value of personalized word embeddings C Welch, JK Kummerfeld, V Pérez-Rosas, R Mihalcea arXiv preprint arXiv:2011.06057, 2020 | 18 | 2020 |
| Mitigating toxic degeneration with empathetic data: Exploring the relationship between toxicity and empathy A Lahnala, C Welch, B Neuendorf, L Flek arXiv preprint arXiv:2205.07233, 2022 | 16 | 2022 |
| CAISA at WASSA 2022: Adapter-tuning for empathy prediction A Lahnala, C Welch, L Flek Proceedings of the 12th Workshop on Computational Approaches to Subjectivity …, 2022 | 16 | 2022 |
| Learning From Personal Longitudinal Dialog Data C Welch, V Pérez-Rosas, JK Kummerfeld, R Mihalcea | 16 | 2019 |
| Understanding interpersonal conflict types and their impact on perception classification C Welch, J Plepi, B Neuendorf, L Flek arXiv preprint arXiv:2208.08758, 2022 | 6 | 2022 |
| Improving low compute language modeling with in-domain embedding initialisation C Welch, R Mihalcea, JK Kummerfeld arXiv preprint arXiv:2009.14109, 2020 | 6 | 2020 |
| Domain transfer for empathy, distress, and personality prediction F Gruschka, A Lahnala, C Welch, L Flek Proceedings of the 13th Workshop on Computational Approaches to Subjectivity …, 2023 | 5 | 2023 |
| World knowledge for abstract meaning representation parsing C Welch, JK Kummerfeld, S Feng, R Mihalcea Proceedings of the Eleventh International Conference on Language Resources …, 2018 | 5 | 2018 |
| An efficient algorithm for finding large localizable regions in wireless sensor networks S Kanchi, C Welch Procedia Computer Science 19, 1081-1087, 2013 | 5 | 2013 |
Rada MihalceaProfessor of Computer Science, University of MichiganPatvirtintas el. paštas umich.edu